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Surrogate Modelling of Solutions of Integral Equations by Neural Networks

Abstract : Surrogate modelling of solutions of integral equations by neural networks is investigated theoretically. Estimates of speed of convergence of suboptimal surrogate solutions to solutions described by Fredholm theorem are derived.
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Věra Kůrková. Surrogate Modelling of Solutions of Integral Equations by Neural Networks. 8th International Conference on Artificial Intelligence Applications and Innovations (AIAI), Sep 2012, Halkidiki, Greece. pp.88-96, ⟨10.1007/978-3-642-33409-2_10⟩. ⟨hal-01521408⟩

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